Triple

T7257107
Position Surface form Disambiguated ID Type / Status
Subject Malcolm in the Middle E157748 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Malcolm – Frankie Muniz
Malcolm is the highly intelligent, often exasperated middle child and central protagonist of the sitcom "Malcolm in the Middle," known for breaking the fourth wall and narrating his chaotic family life.
E652220 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Malcolm – Frankie Muniz | Statement: [Malcolm in the Middle, characterPortrayedBy, Malcolm – Frankie Muniz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm – Frankie Muniz
Context triple: [Malcolm in the Middle, characterPortrayedBy, Malcolm – Frankie Muniz]
  • A. Malcolm
    Malcolm is a central human character in "Dawn of the Planet of the Apes," portrayed as a compassionate leader who strives to build peace and cooperation between humans and the intelligent apes.
  • B. Malcolm
    Malcolm is a masculine given name of Scottish origin, traditionally meaning "disciple of Saint Columba."
  • C. Malcolm Weir
    Malcolm Weir is a British scientist and biotechnology entrepreneur best known as the founder of the drug discovery company Heptares Therapeutics.
  • D. Malcolm Delaney
    Malcolm Delaney is an American professional basketball player known for his standout college career at Virginia Tech and his subsequent play in the NBA and top European leagues.
  • E. Cory Maxson
    Cory Maxson is the teenage son of Troy Maxson in the film "Fences" (2016), whose aspirations for a football career bring him into conflict with his father's rigid expectations and past disappointments.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Malcolm – Frankie Muniz
Triple: [Malcolm in the Middle, characterPortrayedBy, Malcolm – Frankie Muniz]
Generated description
Malcolm is the highly intelligent, often exasperated middle child and central protagonist of the sitcom "Malcolm in the Middle," known for breaking the fourth wall and narrating his chaotic family life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malcolm – Frankie Muniz
Target entity description: Malcolm is the highly intelligent, often exasperated middle child and central protagonist of the sitcom "Malcolm in the Middle," known for breaking the fourth wall and narrating his chaotic family life.
  • A. Malcolm
    Malcolm is a central human character in "Dawn of the Planet of the Apes," portrayed as a compassionate leader who strives to build peace and cooperation between humans and the intelligent apes.
  • B. Malcolm
    Malcolm is a masculine given name of Scottish origin, traditionally meaning "disciple of Saint Columba."
  • C. Malcolm Weir
    Malcolm Weir is a British scientist and biotechnology entrepreneur best known as the founder of the drug discovery company Heptares Therapeutics.
  • D. Malcolm Delaney
    Malcolm Delaney is an American professional basketball player known for his standout college career at Virginia Tech and his subsequent play in the NBA and top European leagues.
  • E. Cory Maxson
    Cory Maxson is the teenage son of Troy Maxson in the film "Fences" (2016), whose aspirations for a football career bring him into conflict with his father's rigid expectations and past disappointments.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6eaa274bc8190b017b71583711453 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3b541708190b66233813b167453 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d44e67848190ac52eca99ef18f28 completed March 28, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4fc837c81909827352be19f64b4 completed March 28, 2026, 1:17 p.m.
Created at: March 27, 2026, 2:57 p.m.